Overview

Dataset statistics

Number of variables26
Number of observations205
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory41.8 KiB
Average record size in memory208.6 B

Variable types

CAT16
NUM10

Reproduction

Analysis started2020-08-14 00:09:10.686781
Analysis finished2020-08-14 00:09:49.293444
Duration38.61 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

normalized-losses has a high cardinality: 52 distinct values High cardinality
horsepower has a high cardinality: 60 distinct values High cardinality
price has a high cardinality: 187 distinct values High cardinality
highway-mpg is highly correlated with city-mpgHigh correlation
city-mpg is highly correlated with highway-mpgHigh correlation
fuel-system is highly correlated with fuel-typeHigh correlation
fuel-type is highly correlated with fuel-systemHigh correlation
bore is highly correlated with engine-locationHigh correlation
engine-location is highly correlated with bore and 2 other fieldsHigh correlation
stroke is highly correlated with engine-locationHigh correlation
peak-rpm is highly correlated with engine-locationHigh correlation
price is uniformly distributed Uniform
symboling has 67 (32.7%) zeros Zeros

Variables

symboling
Real number (ℝ)

ZEROS

Distinct count6
Unique (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8341463414634146
Minimum-2
Maximum3
Zeros67
Zeros (%)32.7%
Memory size1.6 KiB

Quantile statistics

Minimum-2
5-th percentile-1
Q10
median1
Q32
95-th percentile3
Maximum3
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.245306828
Coefficient of variation (CV)1.492911695
Kurtosis-0.6762713562
Mean0.8341463415
Median Absolute Deviation (MAD)1
Skewness0.2110722721
Sum171
Variance1.550789096
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
06732.7%
 
15426.3%
 
23215.6%
 
32713.2%
 
-12210.7%
 
-231.5%
 
ValueCountFrequency (%) 
-231.5%
 
-12210.7%
 
06732.7%
 
15426.3%
 
23215.6%
 
ValueCountFrequency (%) 
32713.2%
 
23215.6%
 
15426.3%
 
06732.7%
 
-12210.7%
 

normalized-losses
Categorical

HIGH CARDINALITY

Distinct count52
Unique (%)25.4%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
?
41
161
 
11
91
 
8
150
 
7
134
 
6
Other values (47)
132
ValueCountFrequency (%) 
?4120.0%
 
161115.4%
 
9183.9%
 
15073.4%
 
13462.9%
 
12862.9%
 
10462.9%
 
10352.4%
 
8552.4%
 
7452.4%
 
Other values (42)10551.2%
 

Length

Max length3
Median length3
Mean length2.356097561
Min length1

make
Categorical

Distinct count22
Unique (%)10.7%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
toyota
32
nissan
 
18
mazda
 
17
honda
 
13
mitsubishi
 
13
Other values (17)
112
ValueCountFrequency (%) 
toyota3215.6%
 
nissan188.8%
 
mazda178.3%
 
honda136.3%
 
mitsubishi136.3%
 
subaru125.9%
 
volkswagen125.9%
 
peugot115.4%
 
volvo115.4%
 
dodge94.4%
 
Other values (12)5727.8%
 

Length

Max length13
Median length6
Mean length6.47804878
Min length3

fuel-type
Categorical

HIGH CORRELATION

Distinct count2
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
gas
185
diesel
 
20
ValueCountFrequency (%) 
gas18590.2%
 
diesel209.8%
 

Length

Max length6
Median length3
Mean length3.292682927
Min length3

aspiration
Categorical

Distinct count2
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
std
168
turbo
37
ValueCountFrequency (%) 
std16882.0%
 
turbo3718.0%
 

Length

Max length5
Median length3
Mean length3.36097561
Min length3

num-of-doors
Categorical

Distinct count3
Unique (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
four
114
two
89
?
 
2
ValueCountFrequency (%) 
four11455.6%
 
two8943.4%
 
?21.0%
 

Length

Max length4
Median length4
Mean length3.536585366
Min length1

body-style
Categorical

Distinct count5
Unique (%)2.4%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
sedan
96
hatchback
70
wagon
25
hardtop
 
8
convertible
 
6
ValueCountFrequency (%) 
sedan9646.8%
 
hatchback7034.1%
 
wagon2512.2%
 
hardtop83.9%
 
convertible62.9%
 

Length

Max length11
Median length5
Mean length6.619512195
Min length5

drive-wheels
Categorical

Distinct count3
Unique (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
fwd
120
rwd
76
4wd
 
9
ValueCountFrequency (%) 
fwd12058.5%
 
rwd7637.1%
 
4wd94.4%
 

Length

Max length3
Median length3
Mean length3
Min length3

engine-location
Categorical

HIGH CORRELATION

Distinct count2
Unique (%)1.0%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
front
202
rear
 
3
ValueCountFrequency (%) 
front20298.5%
 
rear31.5%
 

Length

Max length5
Median length5
Mean length4.985365854
Min length4

wheel-base
Real number (ℝ≥0)

Distinct count53
Unique (%)25.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.75658536585367
Minimum86.6
Maximum120.9
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum86.6
5-th percentile93.02
Q194.5
median97
Q3102.4
95-th percentile110
Maximum120.9
Range34.3
Interquartile range (IQR)7.9

Descriptive statistics

Standard deviation6.021775685
Coefficient of variation (CV)0.06097594062
Kurtosis1.017038946
Mean98.75658537
Median Absolute Deviation (MAD)2.7
Skewness1.050213776
Sum20245.1
Variance36.2617824
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
94.52110.2%
 
93.7209.8%
 
95.7136.3%
 
96.583.9%
 
98.473.4%
 
97.373.4%
 
96.362.9%
 
107.962.9%
 
98.862.9%
 
99.162.9%
 
Other values (43)10551.2%
 
ValueCountFrequency (%) 
86.621.0%
 
88.410.5%
 
88.621.0%
 
89.531.5%
 
91.321.0%
 
ValueCountFrequency (%) 
120.910.5%
 
115.621.0%
 
114.242.0%
 
11321.0%
 
11210.5%
 

length
Real number (ℝ≥0)

Distinct count75
Unique (%)36.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean174.04926829268288
Minimum141.1
Maximum208.1
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum141.1
5-th percentile157.14
Q1166.3
median173.2
Q3183.1
95-th percentile196.36
Maximum208.1
Range67
Interquartile range (IQR)16.8

Descriptive statistics

Standard deviation12.33728853
Coefficient of variation (CV)0.0708838862
Kurtosis-0.08289485345
Mean174.0492683
Median Absolute Deviation (MAD)6.9
Skewness0.1559537713
Sum35680.1
Variance152.2086882
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
157.3157.3%
 
188.8115.4%
 
166.373.4%
 
171.773.4%
 
186.773.4%
 
165.362.9%
 
177.862.9%
 
176.262.9%
 
186.662.9%
 
176.852.4%
 
Other values (65)12962.9%
 
ValueCountFrequency (%) 
141.110.5%
 
144.621.0%
 
15031.5%
 
155.931.5%
 
156.910.5%
 
ValueCountFrequency (%) 
208.110.5%
 
202.621.0%
 
199.621.0%
 
199.210.5%
 
198.942.0%
 

width
Real number (ℝ≥0)

Distinct count44
Unique (%)21.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65.90780487804878
Minimum60.3
Maximum72.3
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum60.3
5-th percentile63.6
Q164.1
median65.5
Q366.9
95-th percentile70.46
Maximum72.3
Range12
Interquartile range (IQR)2.8

Descriptive statistics

Standard deviation2.145203853
Coefficient of variation (CV)0.03254855562
Kurtosis0.7027642441
Mean65.90780488
Median Absolute Deviation (MAD)1.4
Skewness0.9040034988
Sum13511.1
Variance4.60189957
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
63.82411.7%
 
66.52311.2%
 
65.4157.3%
 
63.6115.4%
 
64.4104.9%
 
68.4104.9%
 
6494.4%
 
65.583.9%
 
65.273.4%
 
66.362.9%
 
Other values (34)8240.0%
 
ValueCountFrequency (%) 
60.310.5%
 
61.810.5%
 
62.510.5%
 
63.410.5%
 
63.6115.4%
 
ValueCountFrequency (%) 
72.310.5%
 
7210.5%
 
71.731.5%
 
71.431.5%
 
70.910.5%
 

height
Real number (ℝ≥0)

Distinct count49
Unique (%)23.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean53.72487804878049
Minimum47.8
Maximum59.8
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum47.8
5-th percentile49.7
Q152
median54.1
Q355.5
95-th percentile57.5
Maximum59.8
Range12
Interquartile range (IQR)3.5

Descriptive statistics

Standard deviation2.44352197
Coefficient of variation (CV)0.04548213153
Kurtosis-0.4438123651
Mean53.72487805
Median Absolute Deviation (MAD)1.6
Skewness0.06312273247
Sum11013.6
Variance5.970799617
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
50.8146.8%
 
52125.9%
 
55.7125.9%
 
54.5104.9%
 
54.1104.9%
 
55.594.4%
 
56.783.9%
 
54.383.9%
 
51.673.4%
 
56.173.4%
 
Other values (39)10852.7%
 
ValueCountFrequency (%) 
47.810.5%
 
48.821.0%
 
49.421.0%
 
49.642.0%
 
49.731.5%
 
ValueCountFrequency (%) 
59.821.0%
 
59.131.5%
 
58.742.0%
 
58.310.5%
 
57.531.5%
 

curb-weight
Real number (ℝ≥0)

Distinct count171
Unique (%)83.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2555.5658536585365
Minimum1488
Maximum4066
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum1488
5-th percentile1901
Q12145
median2414
Q32935
95-th percentile3503
Maximum4066
Range2578
Interquartile range (IQR)790

Descriptive statistics

Standard deviation520.6802035
Coefficient of variation (CV)0.2037436064
Kurtosis-0.0428537661
Mean2555.565854
Median Absolute Deviation (MAD)386
Skewness0.6813981891
Sum523891
Variance271107.8743
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
238542.0%
 
198931.5%
 
191831.5%
 
227531.5%
 
323021.0%
 
241021.0%
 
325221.0%
 
233721.0%
 
240321.0%
 
241421.0%
 
Other values (161)18087.8%
 
ValueCountFrequency (%) 
148810.5%
 
171310.5%
 
181910.5%
 
183710.5%
 
187421.0%
 
ValueCountFrequency (%) 
406621.0%
 
395010.5%
 
390010.5%
 
377010.5%
 
375010.5%
 

engine-type
Categorical

Distinct count7
Unique (%)3.4%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
ohc
148
ohcf
 
15
ohcv
 
13
dohc
 
12
l
 
12
Other values (2)
 
5
ValueCountFrequency (%) 
ohc14872.2%
 
ohcf157.3%
 
ohcv136.3%
 
dohc125.9%
 
l125.9%
 
rotor42.0%
 
dohcv10.5%
 

Length

Max length5
Median length3
Mean length3.126829268
Min length1

num-of-cylinders
Categorical

Distinct count7
Unique (%)3.4%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
four
159
six
 
24
five
 
11
eight
 
5
two
 
4
Other values (2)
 
2
ValueCountFrequency (%) 
four15977.6%
 
six2411.7%
 
five115.4%
 
eight52.4%
 
two42.0%
 
twelve10.5%
 
three10.5%
 

Length

Max length6
Median length4
Mean length3.902439024
Min length3

engine-size
Real number (ℝ≥0)

Distinct count44
Unique (%)21.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean126.90731707317073
Minimum61
Maximum326
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum61
5-th percentile90
Q197
median120
Q3141
95-th percentile201.2
Maximum326
Range265
Interquartile range (IQR)44

Descriptive statistics

Standard deviation41.64269344
Coefficient of variation (CV)0.3281346923
Kurtosis5.305682092
Mean126.9073171
Median Absolute Deviation (MAD)23
Skewness1.947655045
Sum26016
Variance1734.113917
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
122157.3%
 
92157.3%
 
98146.8%
 
97146.8%
 
108136.3%
 
90125.9%
 
110125.9%
 
10983.9%
 
12073.4%
 
14173.4%
 
Other values (34)8842.9%
 
ValueCountFrequency (%) 
6110.5%
 
7031.5%
 
7910.5%
 
8010.5%
 
90125.9%
 
ValueCountFrequency (%) 
32610.5%
 
30810.5%
 
30410.5%
 
25821.0%
 
23421.0%
 

fuel-system
Categorical

HIGH CORRELATION

Distinct count8
Unique (%)3.9%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
mpfi
94
2bbl
66
idi
20
1bbl
 
11
spdi
 
9
Other values (3)
 
5
ValueCountFrequency (%) 
mpfi9445.9%
 
2bbl6632.2%
 
idi209.8%
 
1bbl115.4%
 
spdi94.4%
 
4bbl31.5%
 
spfi10.5%
 
mfi10.5%
 

Length

Max length4
Median length4
Mean length3.897560976
Min length3

bore
Categorical

HIGH CORRELATION

Distinct count39
Unique (%)19.0%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
3.62
 
23
3.19
 
20
3.15
 
15
3.03
 
12
2.97
 
12
Other values (34)
123
ValueCountFrequency (%) 
3.622311.2%
 
3.19209.8%
 
3.15157.3%
 
3.03125.9%
 
2.97125.9%
 
3.4694.4%
 
3.7883.9%
 
3.4383.9%
 
3.3183.9%
 
2.9173.4%
 
Other values (29)8340.5%
 

Length

Max length4
Median length4
Mean length3.892682927
Min length1

stroke
Categorical

HIGH CORRELATION

Distinct count37
Unique (%)18.0%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
3.4
 
20
3.15
 
14
3.03
 
14
3.23
 
14
3.39
 
13
Other values (32)
130
ValueCountFrequency (%) 
3.4209.8%
 
3.15146.8%
 
3.03146.8%
 
3.23146.8%
 
3.39136.3%
 
2.64115.4%
 
3.3594.4%
 
3.2994.4%
 
3.4683.9%
 
3.0762.9%
 
Other values (27)8742.4%
 

Length

Max length4
Median length4
Mean length3.765853659
Min length1

compression-ratio
Real number (ℝ≥0)

Distinct count32
Unique (%)15.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.142536585365855
Minimum7.0
Maximum23.0
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum7
5-th percentile7.5
Q18.6
median9
Q39.4
95-th percentile21.82
Maximum23
Range16
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation3.972040322
Coefficient of variation (CV)0.3916219861
Kurtosis5.233054348
Mean10.14253659
Median Absolute Deviation (MAD)0.4
Skewness2.610862458
Sum2079.22
Variance15.77710432
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
94622.4%
 
9.42612.7%
 
8.5146.8%
 
9.5136.3%
 
9.3115.4%
 
8.794.4%
 
9.283.9%
 
883.9%
 
773.4%
 
2152.4%
 
Other values (22)5828.3%
 
ValueCountFrequency (%) 
773.4%
 
7.552.4%
 
7.642.0%
 
7.721.0%
 
7.810.5%
 
ValueCountFrequency (%) 
2352.4%
 
22.710.5%
 
22.531.5%
 
2210.5%
 
21.910.5%
 

horsepower
Categorical

HIGH CARDINALITY

Distinct count60
Unique (%)29.3%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
68
 
19
70
 
11
69
 
10
116
 
9
110
 
8
Other values (55)
148
ValueCountFrequency (%) 
68199.3%
 
70115.4%
 
69104.9%
 
11694.4%
 
11083.9%
 
9573.4%
 
6262.9%
 
8862.9%
 
11462.9%
 
10162.9%
 
Other values (50)11757.1%
 

Length

Max length3
Median length2
Mean length2.448780488
Min length1

peak-rpm
Categorical

HIGH CORRELATION

Distinct count24
Unique (%)11.7%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
5500
37
4800
36
5000
27
5200
23
5400
 
13
Other values (19)
69
ValueCountFrequency (%) 
55003718.0%
 
48003617.6%
 
50002713.2%
 
52002311.2%
 
5400136.3%
 
600094.4%
 
580073.4%
 
450073.4%
 
525073.4%
 
420052.4%
 
Other values (14)3416.6%
 

Length

Max length4
Median length4
Mean length3.970731707
Min length1

city-mpg
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count29
Unique (%)14.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.21951219512195
Minimum13
Maximum49
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum13
5-th percentile16
Q119
median24
Q330
95-th percentile37
Maximum49
Range36
Interquartile range (IQR)11

Descriptive statistics

Standard deviation6.542141653
Coefficient of variation (CV)0.2594079379
Kurtosis0.5786483405
Mean25.2195122
Median Absolute Deviation (MAD)5
Skewness0.6637040288
Sum5170
Variance42.79961741
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
312813.7%
 
192713.2%
 
242210.7%
 
27146.8%
 
17136.3%
 
26125.9%
 
23125.9%
 
2183.9%
 
3083.9%
 
2583.9%
 
Other values (19)5325.9%
 
ValueCountFrequency (%) 
1310.5%
 
1421.0%
 
1531.5%
 
1662.9%
 
17136.3%
 
ValueCountFrequency (%) 
4910.5%
 
4710.5%
 
4510.5%
 
3873.4%
 
3762.9%
 

highway-mpg
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count30
Unique (%)14.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.75121951219512
Minimum16
Maximum54
Zeros0
Zeros (%)0.0%
Memory size1.6 KiB

Quantile statistics

Minimum16
5-th percentile22
Q125
median30
Q334
95-th percentile42.8
Maximum54
Range38
Interquartile range (IQR)9

Descriptive statistics

Standard deviation6.886443131
Coefficient of variation (CV)0.2239404889
Kurtosis0.4400703815
Mean30.75121951
Median Absolute Deviation (MAD)5
Skewness0.5399971879
Sum6304
Variance47.423099
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
25199.3%
 
24178.3%
 
38178.3%
 
30167.8%
 
32167.8%
 
34146.8%
 
37136.3%
 
28136.3%
 
29104.9%
 
3394.4%
 
Other values (20)6129.8%
 
ValueCountFrequency (%) 
1621.0%
 
1710.5%
 
1821.0%
 
1921.0%
 
2021.0%
 
ValueCountFrequency (%) 
5410.5%
 
5310.5%
 
5010.5%
 
4721.0%
 
4621.0%
 

price
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count187
Unique (%)91.2%
Missing0
Missing (%)0.0%
Memory size1.6 KiB
?
 
4
6229
 
2
7295
 
2
13499
 
2
18150
 
2
Other values (182)
193
ValueCountFrequency (%) 
?42.0%
 
622921.0%
 
729521.0%
 
1349921.0%
 
1815021.0%
 
884521.0%
 
557221.0%
 
892121.0%
 
1650021.0%
 
849521.0%
 
Other values (177)18389.3%
 

Length

Max length5
Median length5
Mean length4.443902439
Min length1

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

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03?alfa-romerogasstdtwoconvertiblerwdfront88.6168.864.148.82548dohcfour130mpfi3.472.689.01115000212713495
13?alfa-romerogasstdtwoconvertiblerwdfront88.6168.864.148.82548dohcfour130mpfi3.472.689.01115000212716500
21?alfa-romerogasstdtwohatchbackrwdfront94.5171.265.552.42823ohcvsix152mpfi2.683.479.01545000192616500
32164audigasstdfoursedanfwdfront99.8176.666.254.32337ohcfour109mpfi3.193.410.01025500243013950
42164audigasstdfoursedan4wdfront99.4176.666.454.32824ohcfive136mpfi3.193.48.01155500182217450
52?audigasstdtwosedanfwdfront99.8177.366.353.12507ohcfive136mpfi3.193.48.51105500192515250
61158audigasstdfoursedanfwdfront105.8192.771.455.72844ohcfive136mpfi3.193.48.51105500192517710
71?audigasstdfourwagonfwdfront105.8192.771.455.72954ohcfive136mpfi3.193.48.51105500192518920
81158audigasturbofoursedanfwdfront105.8192.771.455.93086ohcfive131mpfi3.133.48.31405500172023875
90?audigasturbotwohatchback4wdfront99.5178.267.952.03053ohcfive131mpfi3.133.47.016055001622?

Last rows

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196-2103volvogasstdfoursedanrwdfront104.3188.867.256.22935ohcfour141mpfi3.783.159.51145400242815985
197-174volvogasstdfourwagonrwdfront104.3188.867.257.53042ohcfour141mpfi3.783.159.51145400242816515
198-2103volvogasturbofoursedanrwdfront104.3188.867.256.23045ohcfour130mpfi3.623.157.51625100172218420
199-174volvogasturbofourwagonrwdfront104.3188.867.257.53157ohcfour130mpfi3.623.157.51625100172218950
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201-195volvogasturbofoursedanrwdfront109.1188.868.855.53049ohcfour141mpfi3.783.158.71605300192519045
202-195volvogasstdfoursedanrwdfront109.1188.868.955.53012ohcvsix173mpfi3.582.878.81345500182321485
203-195volvodieselturbofoursedanrwdfront109.1188.868.955.53217ohcsix145idi3.013.423.01064800262722470
204-195volvogasturbofoursedanrwdfront109.1188.868.955.53062ohcfour141mpfi3.783.159.51145400192522625